Region of interest detection using MLP
Kärkkäinen, T., Maslov, A., & Wartiainen, P. (2014). Region of interest detection using MLP. In 22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014. ESANN. Retrieved from https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf
Date
2014Discipline
TietotekniikkaCopyright
© the Authors, 2014.
A novel technique to detect regions of interest in a time
series as deviation from the characteristic behavior is proposed. The deterministic
form of a signal is obtained using a reliably trained MLP neural
network with detailed complexity management and cross-validation based
generalization assurance. The proposed technique is demonstrated with
simulated and real data.
Publisher
ESANNIs part of publication
22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014, ISBN 978-2-8741-9095-7Keywords